This study will determine the effectiveness of initiating a high-dose inhaled corticosteroid (ICS) or a leukotriene receptor antagonist (LTRA) in addition to an inhaled beta2-agonist (albuterol) at the onset of respiratory tract illness (RTI)-associated symptoms in increasing episode-free days among young children with recurrent severe wheezing.